private void BtnObjectTest_Click(object sender, RoutedEventArgs e)
{
Board board1 = new Board();
Bread bread1 = new Bread();
Cut cut1 = new Cut();
BreadBlob breadBlob1 = new BreadBlob();
StaticsCalculator statCalc = new StaticsCalculator();
byte[,] blobFound = new byte[50, 50];
breadBlob1.PixelArray = blobFound;
lblCount.Content = breadBlob1.Variance.All;
//board1.Size.Height;
board1.breadList.Add(bread1);
bread1.cutList.Add(cut1);
//lblCount.Content = board1.breadList.Count;
board1.breadList[0].cutList[0].Angle_Plow = 1;
//board1.Location.X = 5;
statCalc.Add(9);
statCalc.Add(2);
statCalc.Add(5);
statCalc.Add(4);
statCalc.Add(12);
statCalc.Add(7);
statCalc.Add(8);
statCalc.Add(11);
statCalc.Add(9);
statCalc.Add(3);
statCalc.Add(7);
statCalc.Add(4);
statCalc.Add(12);
statCalc.Add(5);
statCalc.Add(4);
statCalc.Add(10);
statCalc.Add(9);
statCalc.Add(6);
statCalc.Add(9);
statCalc.Add(4);
List <byte> tempList;
tempList = statCalc.NumberList;
//lblAllMuffinStat.Content = statCalc.Variance;
lblAllMuffinStat.Content = tempList.Count;
lblAccordStdDev.Content = statCalc.CalculateWhat();
}
private void BtnCalculate_Click(object sender, RoutedEventArgs e)
{
if (imageLoaded)
{
Stopwatch stopwatch = new Stopwatch();
stopwatch.Start();
AForge.Imaging.UnmanagedImage unmanagedImage1 = AForge.Imaging.UnmanagedImage.FromManagedImage(GrayScaleImage);
AForge.Imaging.BlobCounter bc = new AForge.Imaging.BlobCounter
{
CoupledSizeFiltering = true,
FilterBlobs = true,
MinHeight = 30,
MinWidth = 30,
MaxHeight = 100,
MaxWidth = 100
};
bc.ProcessImage(GrayScaleImage);
lblBlobCount.Content = bc.ObjectsCount;
Bitmap indexMap = AForge.Imaging.Image.Clone(GrayScaleImage);
for (int x = 0; x < indexMap.Width; x++)
{
for (int y = 0; y < indexMap.Height; y++)
{
indexMap.SetPixel(x, y, System.Drawing.Color.Black);
}
}
System.Drawing.Rectangle[] rects = bc.GetObjectsRectangles();
// process blobs
BreadBlob[] breadBlob1 = new BreadBlob[bc.ObjectsCount];
int blobArrayIndex = 0;
int blobPt = Convert.ToInt16(txbBlobNum.Text);
int blobThreshold = Convert.ToInt16(txbBlobThreshold.Text);
if (blobPt >= bc.ObjectsCount)
{
blobPt = bc.ObjectsCount - 1;
}
StaticsCalculator MuffinStatistics = new StaticsCalculator();
Graphics g = Graphics.FromImage(indexMap);
foreach (System.Drawing.Rectangle rect in rects)
{
//initialize Object
breadBlob1[blobArrayIndex] = new BreadBlob();
breadBlob1[blobArrayIndex].TopDownThreshold = blobThreshold;
byte[,] blobArray = new byte[rect.Width, rect.Height];
for (int x = rect.Left; x < rect.Right; x++)
{
for (int y = rect.Top; y < rect.Bottom; y++)
{
System.Drawing.Color tempPixelColor = GrayScaleImage.GetPixel(x, y);
blobArray[x - rect.Left, y - rect.Top] = tempPixelColor.G;
}
}
breadBlob1[blobArrayIndex].PixelArray = blobArray;
breadBlob1[blobArrayIndex].X = rect.X;
breadBlob1[blobArrayIndex].Y = rect.Y;
MuffinStatistics.Add(breadBlob1[blobArrayIndex].Variance.QAverage);
if (blobArrayIndex == blobPt)
{
System.Drawing.Rectangle tempRect = rect;
tempRect.X -= 1;
tempRect.Y -= 1;
tempRect.Width += 2;
tempRect.Height += 2;
AForge.Imaging.Drawing.Rectangle(unmanagedImage1, tempRect, System.Drawing.Color.Yellow);
}
if (breadBlob1[blobArrayIndex].IsTop())
{
AForge.Imaging.Drawing.Rectangle(unmanagedImage1, rect, System.Drawing.Color.Green);
}
else
{
AForge.Imaging.Drawing.Rectangle(unmanagedImage1, rect, System.Drawing.Color.Red);
}
RectangleF rectf = new RectangleF(rect.X, rect.Y, rect.Width, rect.Height);
g.SmoothingMode = SmoothingMode.AntiAlias;
g.InterpolationMode = InterpolationMode.HighQualityBicubic;
g.PixelOffsetMode = PixelOffsetMode.HighQuality;
g.DrawString(Convert.ToString(blobArrayIndex), new Font("Arial", 5), System.Drawing.Brushes.White, rectf);
lblBlobHeight.Content = rect.Height;
lblBlobWidth.Content = rect.Width;
blobArrayIndex++;
}
BitmapImage indexMap_temp = ToBitmapImage(indexMap);
g.Flush();
// conver to managed image if it is required to display it at some point of time
Bitmap managedImage = unmanagedImage1.ToManagedImage();
// create filter
Add filter = new Add(indexMap);
// apply the filter
Bitmap resultImage = filter.Apply(managedImage);
BitmapImage GrayImage_temp = ToBitmapImage(resultImage);
imgGray.Source = GrayImage_temp;
stopwatch.Stop();
lblTime.Content = stopwatch.ElapsedMilliseconds;
lbl9var_1.Content = breadBlob1[blobPt].GetVariance(BreadBlob.VarianceType.S1);
lbl9var_2.Content = breadBlob1[blobPt].GetVariance(BreadBlob.VarianceType.S2);
lbl9var_3.Content = breadBlob1[blobPt].GetVariance(BreadBlob.VarianceType.S3);
lbl9var_4.Content = breadBlob1[blobPt].GetVariance(BreadBlob.VarianceType.S4);
lbl9var_5.Content = breadBlob1[blobPt].GetVariance(BreadBlob.VarianceType.S5);
lbl9var_6.Content = breadBlob1[blobPt].GetVariance(BreadBlob.VarianceType.S6);
lbl9var_7.Content = breadBlob1[blobPt].GetVariance(BreadBlob.VarianceType.S7);
lbl9var_8.Content = breadBlob1[blobPt].GetVariance(BreadBlob.VarianceType.S8);
lbl9var_9.Content = breadBlob1[blobPt].GetVariance(BreadBlob.VarianceType.S9);
lbl9var_avg.Content = breadBlob1[blobPt].GetVariance(BreadBlob.VarianceType.Savg);
lblLib.Content = "AForge";
lblVariance.Content = breadBlob1[blobPt].GetVariance(BreadBlob.VarianceType.All);
lblX.Content = breadBlob1[blobPt].X;
lblY.Content = breadBlob1[blobPt].Y;
lblQ1Variance.Content = breadBlob1[blobPt].GetVariance(BreadBlob.VarianceType.Q1);
lblQ2Variance.Content = breadBlob1[blobPt].GetVariance(BreadBlob.VarianceType.Q2);
lblQ3Variance.Content = breadBlob1[blobPt].GetVariance(BreadBlob.VarianceType.Q3);
lblQ4Variance.Content = breadBlob1[blobPt].GetVariance(BreadBlob.VarianceType.Q4);
lblQAverage.Content = breadBlob1[blobPt].GetVariance(BreadBlob.VarianceType.QAverage);
lblAllMuffinStat.Content = MuffinStatistics.StandardDeviation;
// System.IO.File.WriteAllLines(@"C:\Users\Public\TestFolder\Histogram.txt", GrayImage1Histogram_str);
// E:\Brian\Project 3 - English Muffin Onsite Data Gathering\Data Analysis
//System.IO.File.WriteAllLines(@"E:\Brian\Project 3 - English Muffin Onsite Data Gathering\Data Analysis\Histogram.txt", GrayImage1Histogram_str);
bool fileExist = File.Exists("C:\\Users\\kai23\\Projects\\ABI\\EnglishMuffinVision_AForge\\Data Analysis\\Data.csv");
using (System.IO.StreamWriter file = new System.IO.StreamWriter(@"C:\Users\kai23\Projects\ABI\EnglishMuffinVision_AForge\Data AnalysisData.csv", true))
{
if (!fileExist)
{
file.WriteLine("File Info" +
"Variance All," +
"Vari Q1:," +
"Vari Q2:," +
"Vari Q3:," +
"Vari Q4:," +
"Variance Average:");
}
file.WriteLine(Convert.ToString(lblFolder.Content) + "," +
Convert.ToString(breadBlob1[blobPt].GetVariance(BreadBlob.VarianceType.All)) + "," +
Convert.ToString(breadBlob1[blobPt].GetVariance(BreadBlob.VarianceType.Q1)) + "," +
Convert.ToString(breadBlob1[blobPt].GetVariance(BreadBlob.VarianceType.Q2)) + "," +
Convert.ToString(breadBlob1[blobPt].GetVariance(BreadBlob.VarianceType.Q3)) + "," +
Convert.ToString(breadBlob1[blobPt].GetVariance(BreadBlob.VarianceType.Q4)) + "," +
Convert.ToString(breadBlob1[blobPt].GetVariance(BreadBlob.VarianceType.QAverage)));
}
}
}
private void btnMassAnalysis_Click(object sender, RoutedEventArgs e)
{
Stopwatch stopwatch = new Stopwatch();
stopwatch.Start();
for (int index = 0; index < 6; index++)
{
string folderSettingText = "";
switch (index)
{
case 0:
folderSettingText = "Batch 1\\All Top";
break;
case 1:
folderSettingText = "Batch 2\\All Top";
break;
case 2:
folderSettingText = "Batch 3\\All Top";
break;
case 3:
folderSettingText = "Batch 1\\All Bottom";
break;
case 4:
folderSettingText = "Batch 2\\All Bottom";
break;
case 5:
folderSettingText = "Batch 3\\All Bottom";
break;
default:
folderSettingText = "";
break;
}
string[] filename = { "" };
//string path = @"E:\Brian\Project 3 - English Muffin Onsite Data Gathering\SK Foods On-Site Scan\English Muffin\Batch 3\All Bottom";
string path = "C:\\Users\\kai23\\Projects\\ABI\\EnglishMuffinVision_AForge\\Images\\English Muffin\\" + folderSettingText;
string searchPattern = "æKatanaScoring_CameraImageGray1*";
try
{
filename = Directory.GetFiles(path, searchPattern, SearchOption.AllDirectories);
}
catch (UnauthorizedAccessException)
{
}
foreach (string f in filename)
{
if (f != null)
{
GrayScaleImage = AForge.Imaging.Image.FromFile(f);
int startPos = f.LastIndexOf("SK Foods On-Site Scan") + "SK Foods On-Site Scan".Length + 1;
int length = f.IndexOf("æ") - startPos - 1;
string sub = f.Substring(startPos, length);
lblFolder.Content = sub;
//AForge.Imaging.UnmanagedImage unmanagedImage1 = AForge.Imaging.UnmanagedImage.FromManagedImage(GrayScaleImage);
//Bitmap managedImage = unmanagedImage1.ToManagedImage();
//BitmapImage GrayImage_temp = ToBitmapImage(managedImage);
//imgGray.Source = GrayImage_temp;
//Stopwatch stopwatch = new Stopwatch();
//stopwatch.Start();
AForge.Imaging.UnmanagedImage unmanagedImage1 = AForge.Imaging.UnmanagedImage.FromManagedImage(GrayScaleImage);
AForge.Imaging.BlobCounter bc = new AForge.Imaging.BlobCounter
{
CoupledSizeFiltering = true,
FilterBlobs = true,
MinHeight = 30,
MinWidth = 30,
MaxHeight = 100,
MaxWidth = 100
};
bc.ProcessImage(GrayScaleImage);
lblBlobCount.Content = bc.ObjectsCount;
Bitmap indexMap = AForge.Imaging.Image.Clone(GrayScaleImage);
for (int x = 0; x < indexMap.Width; x++)
{
for (int y = 0; y < indexMap.Height; y++)
{
indexMap.SetPixel(x, y, System.Drawing.Color.Black);
}
}
System.Drawing.Rectangle[] rects = bc.GetObjectsRectangles();
// process blobs
BreadBlob[] breadBlob1 = new BreadBlob[bc.ObjectsCount];
int blobArrayIndex = 0;
int blobPt = Convert.ToInt16(txbBlobNum.Text);
int blobThreshold = Convert.ToInt16(txbBlobThreshold.Text);
if (blobPt >= bc.ObjectsCount)
{
blobPt = bc.ObjectsCount - 1;
}
StaticsCalculator MuffinStatistics = new StaticsCalculator();
Graphics g = Graphics.FromImage(indexMap);
foreach (System.Drawing.Rectangle rect in rects)
{
//initialize Object
breadBlob1[blobArrayIndex] = new BreadBlob();
breadBlob1[blobArrayIndex].TopDownThreshold = blobThreshold;
byte[,] blobArray = new byte[rect.Width, rect.Height];
for (int x = rect.Left; x < rect.Right; x++)
{
for (int y = rect.Top; y < rect.Bottom; y++)
{
System.Drawing.Color tempPixelColor = GrayScaleImage.GetPixel(x, y);
blobArray[x - rect.Left, y - rect.Top] = tempPixelColor.G;
}
}
breadBlob1[blobArrayIndex].PixelArray = blobArray;
breadBlob1[blobArrayIndex].X = rect.X;
breadBlob1[blobArrayIndex].Y = rect.Y;
MuffinStatistics.Add(breadBlob1[blobArrayIndex].Variance.QAverage);
if (blobArrayIndex == blobPt)
{
System.Drawing.Rectangle tempRect = rect;
tempRect.X -= 1;
tempRect.Y -= 1;
tempRect.Width += 2;
tempRect.Height += 2;
AForge.Imaging.Drawing.Rectangle(unmanagedImage1, tempRect, System.Drawing.Color.Yellow);
}
if (breadBlob1[blobArrayIndex].IsTop())
{
AForge.Imaging.Drawing.Rectangle(unmanagedImage1, rect, System.Drawing.Color.Green);
}
else
{
AForge.Imaging.Drawing.Rectangle(unmanagedImage1, rect, System.Drawing.Color.Red);
}
RectangleF rectf = new RectangleF(rect.X, rect.Y, rect.Width, rect.Height);
g.SmoothingMode = SmoothingMode.AntiAlias;
g.InterpolationMode = InterpolationMode.HighQualityBicubic;
g.PixelOffsetMode = PixelOffsetMode.HighQuality;
g.DrawString(Convert.ToString(blobArrayIndex), new Font("Arial", 5), System.Drawing.Brushes.White, rectf);
lblBlobHeight.Content = rect.Height;
lblBlobWidth.Content = rect.Width;
blobArrayIndex++;
}
BitmapImage indexMap_temp = ToBitmapImage(indexMap);
g.Flush();
// conver to managed image if it is required to display it at some point of time
Bitmap managedImage = unmanagedImage1.ToManagedImage();
// create filter
Add filter = new Add(indexMap);
// apply the filter
Bitmap resultImage = filter.Apply(managedImage);
BitmapImage GrayImage_temp = ToBitmapImage(resultImage);
imgGray.Source = GrayImage_temp;
lblLib.Content = "AForge";
lblVariance.Content = breadBlob1[blobPt].GetVariance(BreadBlob.VarianceType.All);
lblX.Content = breadBlob1[blobPt].X;
lblY.Content = breadBlob1[blobPt].Y;
lblQ1Variance.Content = breadBlob1[blobPt].GetVariance(BreadBlob.VarianceType.Q1);
lblQ2Variance.Content = breadBlob1[blobPt].GetVariance(BreadBlob.VarianceType.Q2);
lblQ3Variance.Content = breadBlob1[blobPt].GetVariance(BreadBlob.VarianceType.Q3);
lblQ4Variance.Content = breadBlob1[blobPt].GetVariance(BreadBlob.VarianceType.Q4);
lblQAverage.Content = breadBlob1[blobPt].GetVariance(BreadBlob.VarianceType.QAverage);
lblAllMuffinStat.Content = MuffinStatistics.StandardDeviation;
// System.IO.File.WriteAllLines(@"C:\Users\Public\TestFolder\Histogram.txt", GrayImage1Histogram_str);
// E:\Brian\Project 3 - English Muffin Onsite Data Gathering\Data Analysis
//System.IO.File.WriteAllLines(@"E:\Brian\Project 3 - English Muffin Onsite Data Gathering\Data Analysis\Histogram.txt", GrayImage1Histogram_str);
bool fileExist = File.Exists("C:\\Users\\kai23\\Projects\\ABI\\EnglishMuffinVision_AForge\\Data Analysis\\Data.csv");
using (System.IO.StreamWriter file = new System.IO.StreamWriter(@"C:\Users\kai23\Projects\ABI\EnglishMuffinVision_AForge\Data Analysis\Data.csv", true))
{
if (!fileExist)
{
file.WriteLine("File Info," +
"Variance All," +
"Vari Q1:," +
"Vari Q2:," +
"Vari Q3:," +
"Vari Q4:," +
"Variance Average:," +
"S1," +
"S2," +
"S3," +
"S4," +
"S5," +
"S6," +
"S7," +
"S8," +
"S9," +
"Savg," +
"L1," +
"L2," +
"L3," +
"L4," +
"L5," +
"L6," +
"L7," +
"L8," +
"L9," +
"L10," +
"L11," +
"L12," +
"L13," +
"L14," +
"L15," +
"L16," +
"Lavg");
}
file.WriteLine(Convert.ToString(lblFolder.Content) + "," +
Convert.ToString(breadBlob1[blobPt].GetVariance(BreadBlob.VarianceType.All)) + "," +
Convert.ToString(breadBlob1[blobPt].GetVariance(BreadBlob.VarianceType.Q1)) + "," +
Convert.ToString(breadBlob1[blobPt].GetVariance(BreadBlob.VarianceType.Q2)) + "," +
Convert.ToString(breadBlob1[blobPt].GetVariance(BreadBlob.VarianceType.Q3)) + "," +
Convert.ToString(breadBlob1[blobPt].GetVariance(BreadBlob.VarianceType.Q4)) + "," +
Convert.ToString(breadBlob1[blobPt].GetVariance(BreadBlob.VarianceType.QAverage)) + "," +
Convert.ToString(breadBlob1[blobPt].GetVariance(BreadBlob.VarianceType.S1)) + "," +
Convert.ToString(breadBlob1[blobPt].GetVariance(BreadBlob.VarianceType.S2)) + "," +
Convert.ToString(breadBlob1[blobPt].GetVariance(BreadBlob.VarianceType.S3)) + "," +
Convert.ToString(breadBlob1[blobPt].GetVariance(BreadBlob.VarianceType.S4)) + "," +
Convert.ToString(breadBlob1[blobPt].GetVariance(BreadBlob.VarianceType.S5)) + "," +
Convert.ToString(breadBlob1[blobPt].GetVariance(BreadBlob.VarianceType.S6)) + "," +
Convert.ToString(breadBlob1[blobPt].GetVariance(BreadBlob.VarianceType.S7)) + "," +
Convert.ToString(breadBlob1[blobPt].GetVariance(BreadBlob.VarianceType.S8)) + "," +
Convert.ToString(breadBlob1[blobPt].GetVariance(BreadBlob.VarianceType.S9)) + "," +
Convert.ToString(breadBlob1[blobPt].GetVariance(BreadBlob.VarianceType.Savg)) + "," +
Convert.ToString(breadBlob1[blobPt].GetVariance(BreadBlob.VarianceType.L1)) + "," +
Convert.ToString(breadBlob1[blobPt].GetVariance(BreadBlob.VarianceType.L2)) + "," +
Convert.ToString(breadBlob1[blobPt].GetVariance(BreadBlob.VarianceType.L3)) + "," +
Convert.ToString(breadBlob1[blobPt].GetVariance(BreadBlob.VarianceType.L4)) + "," +
Convert.ToString(breadBlob1[blobPt].GetVariance(BreadBlob.VarianceType.L5)) + "," +
Convert.ToString(breadBlob1[blobPt].GetVariance(BreadBlob.VarianceType.L6)) + "," +
Convert.ToString(breadBlob1[blobPt].GetVariance(BreadBlob.VarianceType.L7)) + "," +
Convert.ToString(breadBlob1[blobPt].GetVariance(BreadBlob.VarianceType.L8)) + "," +
Convert.ToString(breadBlob1[blobPt].GetVariance(BreadBlob.VarianceType.L9)) + "," +
Convert.ToString(breadBlob1[blobPt].GetVariance(BreadBlob.VarianceType.L10)) + "," +
Convert.ToString(breadBlob1[blobPt].GetVariance(BreadBlob.VarianceType.L11)) + "," +
Convert.ToString(breadBlob1[blobPt].GetVariance(BreadBlob.VarianceType.L12)) + "," +
Convert.ToString(breadBlob1[blobPt].GetVariance(BreadBlob.VarianceType.L13)) + "," +
Convert.ToString(breadBlob1[blobPt].GetVariance(BreadBlob.VarianceType.L14)) + "," +
Convert.ToString(breadBlob1[blobPt].GetVariance(BreadBlob.VarianceType.L15)) + "," +
Convert.ToString(breadBlob1[blobPt].GetVariance(BreadBlob.VarianceType.L16)) + "," +
Convert.ToString(breadBlob1[blobPt].GetVariance(BreadBlob.VarianceType.Lavg)));
}
//lblFolder.Content = "";
}
}
}
stopwatch.Stop();
lblTime.Content = stopwatch.ElapsedMilliseconds;
}
private void BtnCalcAccord_Click(object sender, RoutedEventArgs e)
{
if (imageLoaded)
{
Stopwatch stopwatch = new Stopwatch();
stopwatch.Start();
Accord.Imaging.UnmanagedImage unmanagedImage1 = Accord.Imaging.UnmanagedImage.FromManagedImage(GrayScaleImage);
Accord.Imaging.BlobCounter bc = new Accord.Imaging.BlobCounter
{
BackgroundThreshold = Color.Black,
CoupledSizeFiltering = true,
FilterBlobs = true,
MinHeight = 30,
MinWidth = 30,
MaxHeight = 100,
MaxWidth = 100
};
bc.ProcessImage(GrayScaleImage);
Bitmap indexMap = AForge.Imaging.Image.Clone(GrayScaleImage);
for (int x = 0; x < indexMap.Width; x++)
{
for (int y = 0; y < indexMap.Height; y++)
{
indexMap.SetPixel(x, y, System.Drawing.Color.Black);
}
}
System.Drawing.Rectangle[] rects = bc.GetObjectsRectangles();
// process blobs
BreadBlob[] breadBlob1 = new BreadBlob[bc.ObjectsCount];
int blobArrayIndex = 0;
int blobPt = Convert.ToInt16(txbBlobNum.Text);
int blobThreshold = Convert.ToInt16(txbBlobThreshold.Text);
if (blobPt > bc.ObjectsCount)
{
blobPt = bc.ObjectsCount - 1;
}
StaticsCalculator MuffinStatistics = new StaticsCalculator();
Graphics g = Graphics.FromImage(indexMap);
List <Accord.Imaging.Blob> blobList = new List <Accord.Imaging.Blob>();
foreach (Accord.Imaging.Blob blob in bc.GetObjects(GrayScaleImage, false))
{
blobList.Add(blob);
breadBlob1[blobArrayIndex] = new BreadBlob();
breadBlob1[blobArrayIndex].TopDownThreshold = blobThreshold;
byte[,] blobArray = new byte[blob.Rectangle.Width, blob.Rectangle.Height];
for (int x = blob.Rectangle.Left; x < blob.Rectangle.Right; x++)
{
for (int y = blob.Rectangle.Top; y < blob.Rectangle.Bottom; y++)
{
System.Drawing.Color tempPixelColor = GrayScaleImage.GetPixel(x, y);
blobArray[x - blob.Rectangle.Left, y - blob.Rectangle.Top] = tempPixelColor.G;
}
}
breadBlob1[blobArrayIndex].PixelArray = blobArray;
breadBlob1[blobArrayIndex].X = blob.Rectangle.X;
breadBlob1[blobArrayIndex].Y = blob.Rectangle.Y;
if (blobArrayIndex == blobPt)
{
System.Drawing.Rectangle tempRect = blob.Rectangle;
tempRect.X -= 1;
tempRect.Y -= 1;
tempRect.Width += 2;
tempRect.Height += 2;
Accord.Imaging.Drawing.Rectangle(unmanagedImage1, tempRect, System.Drawing.Color.Yellow);
}
if (breadBlob1[blobArrayIndex].IsTop())
{
Accord.Imaging.Drawing.Rectangle(unmanagedImage1, blob.Rectangle, System.Drawing.Color.Green);
}
else
{
Accord.Imaging.Drawing.Rectangle(unmanagedImage1, blob.Rectangle, System.Drawing.Color.Red);
}
RectangleF rectf = new RectangleF(blob.Rectangle.X, blob.Rectangle.Y, blob.Rectangle.Width, blob.Rectangle.Height);
g.SmoothingMode = SmoothingMode.AntiAlias;
g.InterpolationMode = InterpolationMode.HighQualityBicubic;
g.PixelOffsetMode = PixelOffsetMode.HighQuality;
g.DrawString(Convert.ToString(blob.ID - 1), new Font("Arial", 5), System.Drawing.Brushes.White, rectf);
lblBlobHeight.Content = blob.Rectangle.Height;
lblBlobWidth.Content = blob.Rectangle.Width;
blobArrayIndex++;
}
lblAccordStdDev.Content = blobList[blobPt].ColorStdDev.B;
BitmapImage indexMap_temp = ToBitmapImage(indexMap);
g.Flush();
// conver to managed image if it is required to display it at some point of time
Bitmap managedImage = unmanagedImage1.ToManagedImage();
// create filter
Add filter = new Add(indexMap);
// apply the filter
Bitmap resultImage = filter.Apply(managedImage);
BitmapImage GrayImage_temp = ToBitmapImage(resultImage);
imgGray.Source = GrayImage_temp;
stopwatch.Stop();
lblTime.Content = stopwatch.ElapsedMilliseconds;
lblBlobCount.Content = bc.ObjectsCount;
lblLib.Content = "Accord";
lblVariance.Content = breadBlob1[blobPt].GetVariance(BreadBlob.VarianceType.All);
lblX.Content = breadBlob1[blobPt].X;
lblY.Content = breadBlob1[blobPt].Y;
lblQ1Variance.Content = "";
lblQ2Variance.Content = "";
lblQ3Variance.Content = "";
lblQ4Variance.Content = "";
lblQAverage.Content = breadBlob1[blobPt].GetVariance(BreadBlob.VarianceType.QAverage);
//lblAllMuffinStat.Content = MuffinStatistics.StandardDeviation;
}
}